Activities Recognition, Anomaly Detection and Next Activity Prediction Based on Neural Networks in Smart Homes

Author:

Alaghbari Khaled A.1ORCID,Md. Saad Mohamad Hanif1ORCID,Hussain Aini2ORCID,Alam Muhammad Raisul1

Affiliation:

1. Institute of IR4.0, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia

2. Department of Electrical, Electronic and System, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia

Funder

Universiti Kebangsaan Malaysia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

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1. A deep convolutional attention network based on RGB activity images for smart home activity recognition;Signal, Image and Video Processing;2024-08-20

2. An unsupervised anomaly detection framework for smart assisted living via growing neural gas networks;Journal of Ambient Intelligence and Smart Environments;2024-06-20

3. Internet of robotic things for independent living: Critical analysis and future directions;Internet of Things;2024-04

4. Human Activity Recognition with Ensemble Learning;2024 26th International Conference on Digital Signal Processing and its Applications (DSPA);2024-03-27

5. Unusual Human Behavior Analysis Using the Deep Learning;2024 International Conference on Emerging Smart Computing and Informatics (ESCI);2024-03-05

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